AI for Fintech

Citely by Datics AI

Investors ask about a company or the market and get an answer that cites its sources.

Investors ask in plain words and get answers from your platform's own data first, each citing the filing, news story or post it came from, so they can check it before they act.

Built into your codebase and shipped under your name, on an engine we license to you.

keelstone.example/research

Keelstone Invest · Citely

Demo

Why did Halvorsen Foods drop this week?

Answer with 3 sources

  • From the platform's own filings and news first
  • Each source linked under the answer
  • Forecasts declined, facts offered instead

Platform data firstEvery claim citedThe investor decides

Try it step by step

Illustrative demo on a fictional firm. Not client work.

Try it step by step

Citely on a fictional firm.

Keelstone Invest (fictional). Step through the conversation, then see what Citely hands back, the way your Build Sprint would build it on synthetic data.

keelstone.example/research

Keelstone Invest · Citely

Demo
  • Why did Halvorsen Foods drop this week?

Step 1 of 5

Illustrative demo on a fictional firm. Not client work.

What it hands back

keelstone.example/research

Research answer · Halvorsen Foods

Keelstone Invest · research chat

Citely
Cause
Full year guidance cut · quarterly filing p. 3
Done
Coverage
2 news stories the same day · linked
Done
Sentiment
Posts mostly negative since Tuesday · sampled
Done
Forecast asked
Declined · facts offered instead
Check
Web research
Not needed · platform data was enough
Done

Every claim cites its source. Information, not investment advice.

Illustrative demo on a fictional firm. Not client work.

What it does

What Citely can do.

A research chat over your platform's own market data, filings, news and social posts, with an index per kind of source and a knowledge graph for context, citing the filing, story or post behind every answer.

Live data pipelines

Prices, fundamentals, filings, news, social posts and macro indicators, with scheduled jobs for slower data.

An index per source

Filings, news and posts indexed apart, so answers can name the kind of source.

Knowledge graph

Companies, events and market factors linked, so an answer can explain how they connect.

Citations in every answer

The filing, story or post behind each answer, previewed in the chat.

How it works

Pipelines keep market data, filings, news and posts current; each kind of source has its own search index, and a knowledge graph links companies and events. The model writes the answer from what was retrieved and cites it, with web research only as a fallback.

Built on a cited research data layer we have built for a live retail investing app.

Cosmic AI

Investing apps · Cited research

Investors get answers that cite the filing, news story or post behind them

Filings, news, social posts and market data sat on different sites. Now one chat answers from all of them and cites the source behind each answer.

AI-native productData foundationCited answers
Read case study

Cosmic AI

Investing apps · Agents to orders

Retail investors go from research to a confirmed order in one conversation

Investors juggled data, news and a separate broker. Now agents research and prepare each trade in chat, and nothing is placed until they confirm.

Agentic workflowsAI-native productHuman approval
Read case study

Cosmic AI

Cosmic AI · Plain English analytics

Business teams ask their databases plain English questions without data leaving their network

Answers used to wait on an analyst. Now teams ask in plain English, and the copilot answers inside their network with the SQL shown.

AI-native productAgentic workflowsRuns in client cloud
Read case study

Why it sells

What Citely does for your business.

What your firms get, and what it does for your renewals and pricing.

Answers users trust

Every claim has a source, so investors check instead of doubt.

A reason to stay

Research in the app means fewer trips to other sites.

A paid tier

Deeper research and more sources on premium plans.

Controls

What Citely touches, and who approves.

Your firms' data is not used to train models for anyone else and stays in your cloud. Built and tested on synthetic or test data.

  • Who uses it

    Retail investors, analysts, research teams

  • What it connects to

    Your market data providers, filings, news and social sources

  • What a person approves

    Answers inform; the investor decides, and forecasts are declined

  • Switch per firm

    On or off for each firm, with data settings their admins control.

See all controls and how we handle financial data and decisions

How to get it

Two steps to a finished Citely.

Start with a three-week Build Sprint. Add more only if you want it.

  1. First · Build Sprint · $10,000 fixed

    Investors get answers they can check

    • An index per source
    • Citations in every answer
    • Live data pipelines
    • In your staging, behind a feature flag
    • Delivered as pull requests
    • A test set your team reviews
    1. Week 1Setup
    2. Weeks 2 to 3Build
    3. You getCitely in your staging and a fixed production quote
    Your time
    About 2 to 3 hours a week from a product owner
    Data
    Synthetic or test data, never your firms' customers
    The fee
    Counts toward production
  2. Then · Live in production

    A finished product, yours to run

    • Fixed quote
    • Tested before launch
    • Switch per firm
    • A finished, working Citely in your product
    • Runs in your cloud, under your name
    • Fixed quote, agreed before we start
  3. Optional · Add more later

    Only if you want it

    More of Citely:

    • Knowledge graph

    Another module:

    • Each one quoted on its own
    • Nothing ongoing unless you ask

Already built or tried AI? Get it scored with the AI Scorecard. Need something else? Start with a Planning Sprint.

FAQ

Questions about Citely.

Does it give investment advice?

No. It explains what the sources say and cites them; it declines forecasts and leaves decisions to the investor.

Which data sources can it use?

The providers you license. We have worked with Financial Modeling Prep, Yahoo Finance, news APIs and posts from X, Reddit and StockTwits.

See Citely on your own product.

Bring your product and one workflow. In 30 minutes we look at where Citely fits, what it would cost to serve and what your firms' security review will ask.

Calls run in US Central time. No generic AI presentation: we discuss your product, users and production constraints.